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Networks of value added trade

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  • João Amador
  • Sónia Cabral

Abstract

Global Value Chains (GVCs) became the paradigm for the production of most goods and services around the world. Therefore, linkages among countries can no longer be adequately assessed through standard bilateral gross trade flows and new methods of analysis are needed. In this paper, we apply visualisation tools and measures of network analysis on value-added trade flows in order to understand the nature and dynamics of GVCs. The paper uses data on the bilateral foreign value added in exports from the World Input-Output Database (WIOD) for the period 1995-2011 and, in each period, the GVC is represented as a directed network of nodes (countries) and edges (value added flows). The analysis is extended beyond total trade flows with a view to discussing the distinct roles of goods and services in GVCs. Moreover, the differences between Germany, the US, China and Russia as major suppliers of value added in GVCs are also examined.

Suggested Citation

  • João Amador & Sónia Cabral, 2015. "Networks of value added trade," Working Papers w201516, Banco de Portugal, Economics and Research Department.
  • Handle: RePEc:ptu:wpaper:w201516
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    1. Giorgio Fagiolo & Javier Reyes & Stefano Schiavo, 2010. "The evolution of the world trade web: a weighted-network analysis," Journal of Evolutionary Economics, Springer, vol. 20(4), pages 479-514, August.
    2. Robert Koopman & Zhi Wang & Shang-Jin Wei, 2014. "Tracing Value-Added and Double Counting in Gross Exports," American Economic Review, American Economic Association, vol. 104(2), pages 459-494, February.
    3. Amador, João & Cabral, Sónia, 2009. "Vertical specialization across the world: A relative measure," The North American Journal of Economics and Finance, Elsevier, vol. 20(3), pages 267-280, December.
    4. Richard Baldwin & Javier Lopez-Gonzalez, 2015. "Supply-chain Trade: A Portrait of Global Patterns and Several Testable Hypotheses," The World Economy, Wiley Blackwell, vol. 38(11), pages 1682-1721, November.
    5. Vasco M. Carvalho, 2014. "From Micro to Macro via Production Networks," Journal of Economic Perspectives, American Economic Association, vol. 28(4), pages 23-48, Fall.
    6. Daron Acemoglu & Asuman Ozdaglar & Alireza Tahbaz-Salehi, 2015. "Systemic Risk and Stability in Financial Networks," American Economic Review, American Economic Association, vol. 105(2), pages 564-608, February.
    7. Bianka Dettmer, 2014. "International Service Transactions: Is Time a Trade Barrier in a Connected World?," International Economic Journal, Taylor & Francis Journals, vol. 28(2), pages 225-254, June.
    8. Daron Acemoglu & Vasco M. Carvalho & Asuman Ozdaglar & Alireza Tahbaz‐Salehi, 2012. "The Network Origins of Aggregate Fluctuations," Econometrica, Econometric Society, vol. 80(5), pages 1977-2016, September.
    9. James Lake, 2017. "Free Trade Agreements As Dynamic Farsighted Networks," Economic Inquiry, Western Economic Association International, vol. 55(1), pages 31-50, January.
    10. Matthew O. Jackson, 2014. "Networks in the Understanding of Economic Behaviors," Journal of Economic Perspectives, American Economic Association, vol. 28(4), pages 3-22, Fall.
    11. Guillaume Daudin & Christine Rifflart & Danielle Schweisguth, 2011. "Who produces for whom in the world economy?," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 44(4), pages 1403-1437, November.
    12. Konstantins Benkovskis & Julia Woerz, 2014. ""Made in China" - How Does it Affect Measures of Competitiveness?," Working Papers 2014/04, Latvijas Banka.
    13. Alessia Amighini & Sara Gorgoni, 2014. "The International Reorganisation of Auto Production," The World Economy, Wiley Blackwell, vol. 37(7), pages 923-952, July.
    14. Luca De Benedictis & Lucia Tajoli, 2011. "The World Trade Network," The World Economy, Wiley Blackwell, vol. 34(8), pages 1417-1454, August.
    15. Joseph Francois & Miriam Manchin & Patrick Tomberger, 2015. "Services Linkages and the Value Added Content of Trade," The World Economy, Wiley Blackwell, vol. 38(11), pages 1631-1649, November.
    16. Garlaschelli, Diego & Battiston, Stefano & Castri, Maurizio & Servedio, Vito D.P. & Caldarelli, Guido, 2005. "The scale-free topology of market investments," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 350(2), pages 491-499.
    17. Mary Amiti & Shang-Jin Wei, 2005. "Fear of service outsourcing: is it justified? [‘Location of vertically linked industries: agglomeration versus comparative advantage’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 20(42), pages 308-347.
    18. Vasco M. Carvalho, 2014. "From Micro to Macro via Production Networks," Working Papers 793, Barcelona School of Economics.
    19. Kaminski, Bartlomiej & Ng, Francis, 2005. "Production disintegration and integration of Central Europe into global markets," International Review of Economics & Finance, Elsevier, vol. 14(3), pages 377-390.
    20. L. Bargigli & G. di Iasio & L. Infante & F. Lillo & F. Pierobon, 2015. "The multiplex structure of interbank networks," Quantitative Finance, Taylor & Francis Journals, vol. 15(4), pages 673-691, April.
    21. Benkovskis Konstantins & Wörz Julia, 2018. "“Made in China”: how does it affect our understanding of global market shares?," The B.E. Journal of Macroeconomics, De Gruyter, vol. 18(2), pages 1-26, June.
    22. Akerman, Anders & Seim, Anna Larsson, 2014. "The global arms trade network 1950–2007," Journal of Comparative Economics, Elsevier, vol. 42(3), pages 535-551.
    23. Arne J. Nagengast & Robert Stehrer, 2016. "The Great Collapse in Value Added Trade," Review of International Economics, Wiley Blackwell, vol. 24(2), pages 392-421, May.
    24. Orsenigo, L. & Pammolli, F. & Riccaboni, Massimo, 2001. "Technological change and network dynamics: Lessons from the pharmaceutical industry," Research Policy, Elsevier, vol. 30(3), pages 485-508, March.
    25. Prema‐chandra Athukorala, 2009. "The Rise of China and East Asian Export Performance: Is the Crowding‐Out Fear Warranted?," The World Economy, Wiley Blackwell, vol. 32(2), pages 234-266, February.
    26. De Benedictis Luca & Nenci Silvia & Santoni Gianluca & Tajoli Lucia & Vicarelli Claudio, 2014. "Network Analysis of World Trade using the BACI-CEPII Dataset," Global Economy Journal, De Gruyter, vol. 14(3-4), pages 287-343, October.
    27. Xavier Gabaix, 2011. "The Granular Origins of Aggregate Fluctuations," Econometrica, Econometric Society, vol. 79(3), pages 733-772, May.
    28. Gary Gereffi, 2014. "Global value chains in a post-Washington Consensus world," Review of International Political Economy, Taylor & Francis Journals, vol. 21(1), pages 9-37, February.
    29. Sartori, Martina & Schiavo, Stefano, 2015. "Connected we stand: A network perspective on trade and global food security," Food Policy, Elsevier, vol. 57(C), pages 114-127.
    30. Gordon H. Hanson, 2012. "The Rise of Middle Kingdoms: Emerging Economies in Global Trade," Journal of Economic Perspectives, American Economic Association, vol. 26(2), pages 41-64, Spring.
    31. Hans‐Werner Sinn, 2006. "The Pathological Export Boom and the Bazaar Effect: How to Solve the German Puzzle," The World Economy, Wiley Blackwell, vol. 29(9), pages 1157-1175, September.
    32. Saito, Yukiko Umeno & Watanabe, Tsutomu & Iwamura, Mitsuru, 2007. "Do larger firms have more interfirm relationships?," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 383(1), pages 158-163.
    33. João Amador & Rita Cappariello & Robert Stehrer, 2015. "Global Value Chains: A View from the Euro Area," Asian Economic Journal, East Asian Economic Association, vol. 29(2), pages 99-120, June.
    34. Marcel P. Timmer & Erik Dietzenbacher & Bart Los & Robert Stehrer & Gaaitzen J. Vries, 2015. "An Illustrated User Guide to the World Input–Output Database: the Case of Global Automotive Production," Review of International Economics, Wiley Blackwell, vol. 23(3), pages 575-605, August.
    35. Arne J. Nagengast & Robert Stehrer, 2016. "Accounting for the Differences Between Gross and Value Added Trade Balances," The World Economy, Wiley Blackwell, vol. 39(9), pages 1276-1306, September.
    36. Bastiaan Quast & Victor Kummritz, 2015. "Decompr: Global Value Chain Decomposition In R," CTEI Working Papers series 01-2015, Centre for Trade and Economic Integration, The Graduate Institute.
    37. De Backer, Koen & Miroudot, Sébastien, 2014. "Mapping global value chains," Libros de la CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 37176.
    38. M. Serrano & Marián Boguñá & Alessandro Vespignani, 2007. "Patterns of dominant flows in the world trade web," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 2(2), pages 111-124, December.
    39. Robert C. Johnson, 2014. "Five Facts about Value-Added Exports and Implications for Macroeconomics and Trade Research," Journal of Economic Perspectives, American Economic Association, vol. 28(2), pages 119-142, Spring.
    40. Javier Reyes & Stefano Schiavo & Giorgio Fagiolo, 2010. "Using complex networks analysis to assess the evolution of international economic integration: The cases of East Asia and Latin America," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 19(2), pages 215-239.
    41. Fan, Ying & Ren, Suting & Cai, Hongbo & Cui, Xuefeng, 2014. "The state's role and position in international trade: A complex network perspective," Economic Modelling, Elsevier, vol. 39(C), pages 71-81.
    42. Foster-McGregor, Neil & Stehrer, Robert, 2013. "Value added content of trade: A comprehensive approach," Economics Letters, Elsevier, vol. 120(2), pages 354-357.
    43. Hummels, David & Ishii, Jun & Yi, Kei-Mu, 2001. "The nature and growth of vertical specialization in world trade," Journal of International Economics, Elsevier, vol. 54(1), pages 75-96, June.
    44. M. Angeles Serrano & Marian Boguna & Alessandro Vespignani, 2007. "Patterns of dominant flows in the world trade web," Papers 0704.1225, arXiv.org.
    45. Prema-chandra Athukorala, 2011. "Production Networks and Trade Patterns in East Asia: Regionalization or Globalization?," Asian Economic Papers, MIT Press, vol. 10(1), pages 65-95, Winter/Sp.
    46. Marcel P. Timmer & Abdul Azeez Erumban & Bart Los & Robert Stehrer & Gaaitzen J. de Vries, 2014. "Slicing Up Global Value Chains," Journal of Economic Perspectives, American Economic Association, vol. 28(2), pages 99-118, Spring.
    47. K. Bhattacharya & G. Mukherjee & S. S. Manna, 2007. "The International Trade Network," Papers 0707.4347, arXiv.org.
    48. Bart Los & Marcel P. Timmer & Gaaitzen J. Vries, 2015. "How Global Are Global Value Chains? A New Approach To Measure International Fragmentation," Journal of Regional Science, Wiley Blackwell, vol. 55(1), pages 66-92, January.
    49. Hiroshi Daisaka & Taiji Furusawa, 2014. "Dynamic Free Trade Networks: Some Numerical Results," Review of International Economics, Wiley Blackwell, vol. 22(3), pages 469-487, August.
    50. Raja Kali & Javier Reyes, 2007. "The architecture of globalization: a network approach to international economic integration," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 38(4), pages 595-620, July.
    51. João Amador & Sónia Cabral, 2016. "Global Value Chains: A Survey Of Drivers And Measures," Journal of Economic Surveys, Wiley Blackwell, vol. 30(2), pages 278-301, April.
    52. Garlaschelli, Diego & Loffredo, Maria I., 2005. "Structure and evolution of the world trade network," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 355(1), pages 138-144.
    53. D. Garlaschelli & M. I. Loffredo, 2004. "Fitness-dependent topological properties of the World Trade Web," Papers cond-mat/0403051, arXiv.org, revised Oct 2004.
    54. Robert Koopman & William Powers & Zhi Wang & Shang-Jin Wei, 2010. "Give Credit Where Credit Is Due: Tracing Value Added in Global Production Chains," NBER Working Papers 16426, National Bureau of Economic Research, Inc.
    55. Foti, Nicholas J. & Pauls, Scott & Rockmore, Daniel N., 2013. "Stability of the World Trade Web over time – An extinction analysis," Journal of Economic Dynamics and Control, Elsevier, vol. 37(9), pages 1889-1910.
    56. Johnson, Robert C. & Noguera, Guillermo, 2012. "Accounting for intermediates: Production sharing and trade in value added," Journal of International Economics, Elsevier, vol. 86(2), pages 224-236.
    57. D. Garlaschelli & M. I. Loffredo, 2005. "Structure and Evolution of the World Trade Network," Papers physics/0502066, arXiv.org, revised May 2005.
    58. Benno Ferrarini, 2013. "Vertical Trade Maps," Asian Economic Journal, East Asian Economic Association, vol. 27(2), pages 105-123, June.
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    JEL classification:

    • C67 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Input-Output Models
    • D85 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Network Formation
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • F15 - International Economics - - Trade - - - Economic Integration

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